Multiresolution clustering analysis for efficient modeling of hierarchical material systems
type: Item
instance of: scholarly article
title: Multiresolution clustering analysis for efficient modeling of hierarchical material systems
zbMATH Open document ID: 1468.74092
author: Cheng Yu
author: Orion L. Kafka
author: Wing K. Liu
published in: Computational Mechanics
publication date: 2021-07-08T00:00:00Z
Mathematics Subject Classification ID: 74S99
Mathematics Subject Classification ID: 74A99
Mathematics Subject Classification ID: 74M25
Mathematics Subject Classification ID: 68T05
zbMATH DE Number: 7369548
zbMATH Keywords: data-driven methodology
zbMATH Keywords: unsupervised learning
zbMATH Keywords: reduced order modeling
zbMATH Keywords: concurrent multiscale
zbMATH Keywords: material design
zbMATH Keywords: micro-macro scale simulation
MaRDI profile type: Publication
full work available at URL: s00466-021-01982-x
OpenAlex ID: W3137511683
Wikidata QID: Q113326752
cites work: Multi-scale constitutive model and computational framework for the design of ultra-high strength, high toughness steels
cites work: Predictive multiscale theory for design of heterogeneous materials
cites work: \(FE^2\) multiscale approach for modelling the elastoviscoplastic behaviour of long fibre SiC/Ti composite materials
cites work: Two-scale FE-FFT- and phase-field-based computational modeling of bulk microstructural evolution and macroscopic material behavior
cites work: Micro-structure in linear elasticity
cites work: Nonlinear theory of simple micro-elastic solids. I
cites work: The Method of Virtual Power in Continuum Mechanics. Part 2: Microstructure
cites work: Multiresolution analysis for material design
cites work: Linking microstructure and properties through a predictive multiresolution continuum
cites work: Multi-scale micromorphic theory for hierarchical materials
cites work: Archetype-blending continuum theory
cites work: Multi‐scale constitutive modelling of heterogeneous materials with a gradient‐enhanced computational homogenization scheme
cites work: Multi-scale second-order computational homogenization of multi-phase materials: a nested finite element solution strategy
cites work: Transformation field analysis of inelastic composite materials
cites work: Nonuniform transformation field analysis
cites work: Eigendeformation-based reduced order homogenization for failure analysis of heterogeneous materials
cites work: The reduced model multiscale method (R3M) for the nonlinear homogenization of hyperelastic media at finite strains
cites work: Self-consistent clustering analysis: an efficient multi-scale scheme for inelastic heterogeneous materials
cites work: Microstructural material database for self-consistent clustering analysis of elastoplastic strain softening materials
cites work: Data-Driven Self-consistent Clustering Analysis of Heterogeneous Materials with Crystal Plasticity
cites work: Self-consistent clustering analysis for multiscale modeling at finite strains
cites work: Efficient multiscale modeling for woven composites based on self-consistent clustering analysis
cites work: Impulse functions over curves and surfaces and their applications to diffraction
cites work: Q4076860
cites work: From virtual clustering analysis to self-consistent clustering analysis: a mathematical study
cites work: Clustering discretization methods for generation of material performance databases in machine learning and design optimization
cites work: A numerical method for computing the overall response of nonlinear composites with complex microstructure
cites work: Efficient fixed point and Newton-Krylov solvers for FFT-based homogenization of elasticity at large deformations
cites work: Q3798341
cites work: Fast calculation of interaction tensors in clustering-based homogenization
cites work: An arbitrary Lagrangian-Eulerian finite element method for path-dependent materials
cites work: A model order reduction method for the simulation of gear contacts based on arbitrary Lagrangian Eulerian formulation
cites work: Adaptive finite element methods in computational mechanics
DOI: 10.1007/S00466-021-01982-X
description: scientific article; zbMATH DE number 7369548